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caveman-optimizelisted

Turn Caveman's exact report-only repository observations into an operator-chosen optimization candidate with a paired baseline/candidate evaluation. Use when the user asks to inspect an optimization observation, evaluate a candidate change, or act on the current Caveman optimization report. Require a logged-in Caveman CLI connection and explicit approval; never infer money or actuation from a profile.
mrDesign-ww/vault-os · ★ 2 · AI & Automation · score 75
Install: claude install-skill mrDesign-ww/vault-os
# Evaluate an optimization observation Use Caveman's report-only observations as diagnostic input. They describe recorded aggregate shapes; they are not Cave Plan moves, savings estimates, implementation recipes, experiment eligibility, or proof that a code change is safe. Keep the workflow operator-chosen and evidence-first. ## 1. Read the exact observations Require a logged-in Caveman CLI session and run: ```bash caveman opportunities list ``` Read only the `report_only_observations` array. Do not select from the lifecycle `data` array. Preserve each server-provided `title` and `observation` verbatim. Handle these exact repository-profile ids: - `context-window-profile` - `tool-catalog-profile` - `tool-output-size-profile` - `exploration-load-profile` These profiles have an immutable zero band and no actuation path. Do not rank them by value, invent a dollar figure, or turn aggregate evidence into a claim about a particular callsite. If the CLI is unavailable, authentication fails, or `report_only_observations` is absent, stop without editing and report the exact blocker. Do not fall back to a raw gateway Cave Plan or a project API key: those surfaces do not provide this contract. Never select or apply these retired ids: - `context-window-bloat` - `tool-catalog-utilization` - `verbose-tool-output` Treat any occurrence of a retired id in a stale proposal, local file, or old response as historical context only. Never revive its money, recipe, or lifecycle claim. If